Entity Clustering on BC5CDR BioCreative V
92.8AccuracySPOT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPOTStrategy=Outputs from span module2022.08 | 92.8 | 64.5 | 73.1 | |
| ERICAStrategy=Mean-pooling over representations for consecutive tokens2022.08 | 92.3 | 62.8 | 71.5 | |
| BERT-Ave.Strategy=Averaging token representations in an entity span2022.08 | 85.7 | 48.9 | 51 | |
| LUKEStrategy=Contextual entity representations2022.08 | 79.4 | 41.1 | 34.6 | |
| GloVeStrategy=Averaged word embeddings, Pre-trained Tokens=6B, Dimension=3002022.08 | 58.7 | 2.6 | 3 | |
| BERT-End.Strategy=Concatenating representations of first and last tokens2022.08 | 55.2 | 0 | 0.3 | |
| BERT-MASKStrategy=Using [MASK] representations generated for substituted entity tokens2022.08 | 55.1 | 0 | 0.2 |